Ji, Shaoxiong

A Survey on Knowledge Graphs: Representation, Acquisition, and Applications

Ji, S., Pan, S., Cambria, E., Marttinen, P., & Yu, P. S. (2022) · IEEE Transactions on Neural Networks and Learning Systems

Advanced Graph Neural NetworksTopic Modeling

Cited by 2,947

Natural language processing applied to mental illness detection: a narrative review

Zhang, T., Schoene, A. M., Ji, S., & Ananiadou, S. (2022) · npj Digital Medicine

Mental Health via WritingSentiment Analysis and Opinion Mining

Cited by 476

MentalBERT: Publicly Available Pretrained Language Models for Mental Healthcare

Ji, S., Zhang, T., Ansari, L., Fu, J., Tiwari, P., & Cambria, E. (2022) · Proceedings of the Language Resources and Evaluation Conference

Mental Health via WritingSentiment Analysis and Opinion Mining

Cited by 233

Towards Interpretable Mental Health Analysis with Large Language Models

Yang, K., Ji, S., Zhang, T., Xie, Q., Kuang, Z., & Ananiadou, S. (2023) · Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing

Mental Health via WritingExplainable Artificial Intelligence (XAI)

Cited by 155

Domain-specific Continued Pretraining of Language Models for Capturing Long Context in Mental Health

Ji, S., Zhang, T., Yang, K., Ananiadou, S., Cambria, E., & Tiedemann, J. (2023) · arXiv

Mental Health via WritingTopic Modeling

Cited by 16